Professor Michael Martin
BSc (Qld), PhD (ANU), PFHEA
Professor of Statistics
ANU College of Business and Economics
Areas of expertise
- Applied Statistics 010401
- Statistical Theory 010405
- Environmental And Occupational Health And Safety 111705
Publications
- Mills, K, Eyles, J, Martin, M et al 2019, 'Exploratory study of 6-month pain trajectories in individuals with predominant patellofemoral osteoarthritis: A cohort study', Journal of Orthopaedic and Sports Physical Therapy, vol. 49, no. 1, pp. 5-16.
- Alin, A, Beyaztas, U & Martin, M 2019, 'Robust change point detection for linear regression models', Statistics and its Interface, vol. 12, no. 2, pp. 203-213.
- Chojenta, C, William, J, Martin, M et al 2018, 'The impact of a history of poor mental health on health care costs in the perinatal period', Archives of Women's Mental Health, vol. 22, no. 4, pp. 467-473.
- William, J, Martin, M, Chojenta, C et al. 2018, 'An actuarial investigation into maternal hospital cost risk factors for public patients', Annals of Actuarial Science, vol. 12, no. 1, pp. 106-129pp.
- William, J, Chojenta, C, Martin, M et al. 2018, 'An actuarial investigation into maternal out-of-hospital cost risk factors for public patients', Annals of Actuarial Science, vol. 13, no. 1, pp. 1-35pp.
- Martin, M 2018, 'Preface: Peter Gavin Hall', Australian & New Zealand Journal of Statistics, vol. 60, no. 1, pp. 1-3.
- Alin, A, Martin, M, Beyaztas, U et al 2017, 'Sufficient m-out-of-n (m/n) bootstrap', Journal of Statistical Computation and Simulation, vol. 87, no. 9, pp. 1742-1753.
- Martin, M 2017, 'Wild bootstrap', in Wiley StatsRef (ed.), Wiley StatsRef: Statistics Reference Online, John Wiley & Sons Ltd., online, pp. 1-6pp.
- Martin, C, Gardner, H, Swift, B et al. 2016, 'Intelligent Agents and Networked Buttons Improve Free-Improvised Ensemble Music-Making on touch-Screens', Human Centred Machine Learning at CHI 2016, Association for Computing Machinery (ACM), USA, pp. 2295-2306.
- Martin, M & Roberts, S 2015, 'Bootstrap and Jackknife, Overview', in Wiley StatsRef (ed.), Wiley StatsRef: Statistics Reference Online, John Wiley & Sons Ltd., online, pp. Online.
- Martin, M & Welsh, A 2015, 'Graphical Displays', in Wiley StatsRef (ed.), Wiley StatsRef: Statistics Reference Online, John Wiley & Sons Ltd., online, pp. 1-36pp.
- Roberts, S, Zheng, L & Martin, M 2015, 'An adaptive, automatic multiple-case deletion technique for detecting influence in regression', Technometrics, vol. 57, no. 3, pp. 408-417.
- Martin, C, Gardner, H, Swift, B et al. 2015, 'Music of 18 Performances: Evaluating Apps and Agents with Free Improvisation', Australasian Computer Music Conference 2015 ACMC2015-MAKE!, Australasian Computer Music Association, Australia, pp. 85-94.
- Martin, M 2014, 'An Elephant Never Forgets: Effective Analogies for Teaching Statistical Modeling', in MacGillivray, H., Martin, M., and Phillips, B. (ed.), Topics from Australian Conferences on Teaching Statistics: OZCOTS 2008-2012, Springer Science + Business Media, New York, pp. 13-24.
- Beyaztas, U, Alin, A & Martin, M 2014, 'Robust BCa-JaB method as a diagnostic tool for linear regression models', Journal of Applied Statistics, vol. 41, no. 7, pp. 1593-1610.
- Swift, B, Sorensen, A, Martin, M et al. 2014, 'Coding livecoding', 32nd Annual ACM Conference on Human Factors in Computing Systems, CHI 2014, Association for Computing Machinery (ACM), Toronto Canada, pp. 1021-1024.
- Dev, P & Martin, M 2014, 'Using neural networks and extreme value distributions to model electricity pool prices: Evidence from the Australian National Electricity Market 1998-2013', Energy Conversion and Management, vol. 84, pp. 122-132.
- MacGillivray, H, Phillips, B & Martin, M, eds, 2014, Topics from Australian Conferences on Teaching Statistics: OZCOTS 2008-2012, Springer Science + Business Media, New York.
- Sko, T, Gardner, H & Martin, M 2013, 'Non-parametric decision trees and online HCI', SIGCHI Conference on Human Factors in Computing Systems, CHI '13, Association for Computing Machinery (ACM), New York USA, pp. 2103-2106.
- Sko, T, Gardner, H & Martin, M 2013, 'Studying a Head Tracking Technique for First-Person-Shooter Games in a Home Setting', Human - Computer Interaction (Mahwah), vol. 8120, no. 1, pp. 246-263.
- Mills, K, Blanch, P, Dev, P et al 2012, 'A randomised control trial of short term efficacy of in-shoe foot orthoses compared with a wait and see policy for anterior knee pain and the role of foot mobility', British Journal of Sports Medicine, vol. 46, no. 4, pp. 247-252.
- Martin, M & Roberts, S 2010, 'Jackknife-after-bootstrap regression influence diagnostics', Nonparametric Statistics (Journal of), vol. 22, no. 2, pp. 257 - 269.
- Roberts, S & Martin, M 2010, 'Bootstrap-after-Bootstrap Model Averaging for Reducing Model Uncertainty in Model Selection for Air Pollution Mortality Studies', Environmental Health Perspectives, vol. 118, no. 1, pp. 131 - 136.
- Martin, M, Roberts, S & Zheng, L 2010, 'Delete-2 and delete-3 jackknife procedures for unmasking in regression', Australian and New Zealand Journal of Statistics, vol. 52, no. 1, pp. 45-60.
- Roberts, S & Martin, M 2010, 'Does Ignoring Model Selection When Assessing the Effect of Particulate Matter Air Pollution on Mortality Make Us Too Vigilant?', Annals of Epidemiology, vol. 20, no. 10, pp. 772-778.
- Martin, M & Roberts, S 2010, 'Data Snooping', in Neil J. Salkind (ed.), Encyclopedia of Research Design, Sage Publications Inc, Thousand Oaks, California, pp. 332-333.
- Martin, M & Roberts, S 2010, 'Influence Statistics', in Neil J. Salkind (ed.), Encyclopedia of Research Design, Sage Publications Inc, Thousand Oaks, California, pp. 596-600.
- Martin, M & Roberts, S 2010, 'Beta', in Neil J. Salkind (ed.), Encyclopedia of Research Design, Sage Publications Inc, Thousand Oaks, California, pp. 81-82.
- Martin, M & Roberts, S 2010, 'Criterion Variable', in Neil J. Salkind (ed.), Encyclopedia of Research Design, Sage Publications Inc, Thousand Oaks, California, pp. 296-297.
- Martin, M & Roberts, S 2008, 'A regression approach for estimating multiday adverse health effects of PM10 When PM 10 Data are Unavailable', American Journal of Epidemiology, vol. 167, no. 12, pp. 1511 - 1517.
- Roberts, S & Martin, M 2008, 'A new approach for combining information available from multiple particulate air pollution monitors', Journal of Exposure Science and Environmental Epidemiology, vol. 18, pp. 88 - 94.
- Lai, J, Martin, M, Meyricke, R et al 2007, 'Factors Associated with Short-Term Hospital Readmission Rates for Breast Cancer Patients in Western Ausstralia: An Observational Study', Journal of the American College of Surgeons, vol. 204, no. 2, pp. 193-200.
- Gardner, H & Martin, M 2007, 'Analyzing Ordinal Scales in Studies of Virtual Environments: Likert or Lump it!', Presence - Teleoperators and Virtual Environments, vol. 16, no. 4, pp. 439-446.
- Martin, M & Roberts, S 2007, 'Bootstrap and Jacknife: Overview', in Kerry Powell (ed.), Encyclopedia of Statistics in Quality and Reliability, John Wiley & Sons Inc, UK, pp. 240-245pp.
- Martin, M 2007, 'Bootstrap hypothesis testing for some common statistical problems: A critical evaluation of size and power properties.', Computational Statistics and Data Analysis, vol. 51, no. 12, pp. 6321-6342.
- Fernandez, W, Martin, M, Gregor, S et al 2007, 'A Multi-Paradigm Approach to Grounded Theory', in Dennis Hart and Shirley Gregor (ed.), Information Systems Foundations: Theory, Representation and Reality, ANU ePress, Canberra, Australia, pp. 231-246.
- Roberts, S & Martin, M 2007, 'Methods for Bias Reduction in Time Series Studies of Particulate Matter Air Pollution and Mortality.', Journal of Toxicology and Environmental Health- Part A- Current Issues, vol. 70, no. 8, pp. 665-675.
- Roberts, S & Martin, M 2007, 'A distributed lag approach to fitting non-linear dose-response models in particulate matter air pollution time series investigations.', Environmental Research, vol. 104, no. 2, pp. 193-200.
- Gregor, S, Martin, M, Fernandez, W et al 2006, 'The transformational dimension in the realization of business value from information technology', Journal of Strategic Information Systems, vol. 15, no. 3, pp. 249-270.
- Roberts, S & Martin, M 2006, 'Investigating the mixture of air pollutants associated with adverse health outcomes', Atmospheric environment, vol. 40, pp. 984 - 991.
- Martin, M & Roberts, S 2006, 'An Evaluation of Bootstrap Methods for Outlier Detection in Least Squares Regression', Journal of Applied Statistics, vol. 33, no. 7, pp. 703 - 720.
- Roberts, S & Martin, M 2006, 'Applying a moving total mortality count to the cities in the NMMAPS database to estimate the mortality effects of particulate matter air pollution', Journal of Occupational and Environmental Medicine, vol. 63, pp. 193 - 197.
- Fang, Y, Martin, M, O'Neill, T et al 2006, 'On the power of Portmanteau serial correlation tests', Journal of Statistical Computation and Simulation, vol. 76, no. 7, pp. 593 - 604.
- Martin, M, O'Neill, T, Roberts, S et al. 2006, 'Mastectomy or breast conserving surgery? Factors affecting type of surgical treatment for breast cancer - a classification tree approach', BMC Cancer, vol. 6, no. 98, p. 8.
- Martin, M, Meyricke, R, O'Neill, T et al 2006, 'Breast-Conserving Surgery Versus Mastectomy for Survival from Breast Cancer: the Western Australian Experience', Annals of Surgical Oncology, vol. 14, no. 1, pp. 157 - 164.
- Roberts, S & Martin, M 2006, 'Using Supervised Principal Components Analysis to Assess Multiple Pollutant Effects', Environmental Health Perspectives, vol. 114, no. 12, pp. 1877 - 1882.
- Roberts, S & Martin, M 2006, 'The Question of Nonlinearity in the Dose-Response Relation between Particulate Matter Air Pollution and Mortality: Can Akaike's Information Criterion be Trusted to Take the Right Turn?', American Journal of Epidemiology, vol. 164, no. 12, pp. 1242 - 1250.
- Martin, M & Roberts, S 2006, 'Bootstrap model averaging in time series studies of particulate matter air pollution and mortality', Journal of Exposure Science and Environmental Epidemiology, vol. 16, pp. 242 - 250.
- Roberts, S & Martin, M 2005, 'A critical assessment of shrinkage-based regression approaches for estimating the adverse health effects of multiple air pollutants', Atmospheric environment, vol. 39, no. 33, pp. 6223-6230.
- Stern, S, Gregor, S, Martin, M et al. 2004, 'A Classification Tree Analysis of Broadband Adoption in Australian Households', International Conference on Electronic Commerce (ICEC 2004), ed. Marijn Janssen, Henk G Sol and Rene W Wagenaar, Association for Computing Machinery Inc (ACM), Delft, The Netherlands, pp. 451-460.
- Martin, M 2003, '"Its like... you know": The use of analogies and heuristics in teaching introductory statistical methods', Journal of Statistics Education, vol. 11, no. 2, pp. 1-26.
- Duklan, K & Martin, M 2002, 'Communicating Effectively with Words, Numbers and Pictures: Drawing on Experience', Journal of Actuarial Practice, vol. 10, no. 1 & 2, pp. 5-61.
- DiCiccio, T, Martin, M & Stern, S 2001, 'Simple and Accurate One-Sided Inference from Signed Roots of Likelihood Ratios', Canadian Journal of Statistics, vol. 29, no. 1, pp. 67-76.
- Hall, P, Martin, M & Patil, P 1999, 'Adaption to high spatial inhomogeneity based on wavelets and on local linear smoothing', Statistica Sinica, vol. 9, pp. 85-102.
- Hall, P, Martin, M & Sun, S 1999, 'Monte Carlo Approximations to Edgeworth expansions', Canadian Journal of Statistics, vol. 27, pp. 579-584.
